Novel method for residual strength prediction of defective pipelines based on HTLBO-DELM model.
Xingyuan MiaoHong ZhaoPublished in: Reliab. Eng. Syst. Saf. (2023)
Keyphrases
- prediction model
- mathematical model
- probabilistic model
- statistical model
- cost function
- linear model
- prior information
- sensitivity analysis
- closed form
- theoretical analysis
- computational model
- hybrid method
- evaluation method
- high order
- input data
- significant improvement
- objective function
- gaussian distribution
- kalman filter
- bp neural network
- detection method
- study proposes
- em algorithm
- high accuracy
- autoregressive
- prior knowledge
- network model
- residual error
- monte carlo simulation
- modeling method
- hybrid model
- optimization model
- similarity measure
- markov model
- optimization method
- linear regression
- bayesian framework
- neural network model
- parameter space
- regression model
- prediction accuracy
- ls svm
- clustering method
- probability distribution
- reconstruction method
- computational complexity
- linear regression model
- neural network
- grey model